Handbook of Geometric Computing

Applications in Pattern Recognition, Computer Vision, Neuralcomputing, and Robotics

  • Eduardo Bayro Corrochano

Table of contents

  1. Front Matter
    Pages I-XV
  2. Neuroscience

    1. Hamid R. Eghbalnia, Amir Assadi, Jim Townsend
      Pages 31-65
  3. Neural Networks

    1. Hyeyoung Park, Tomoko Ozeki, Shun-ichi Amari
      Pages 69-96
    2. Gerhard X. Ritter, Laurentiu Iancu
      Pages 97-127
    3. Tijl De Bie, Nello Cristianini, Roman Rosipal
      Pages 129-167
  4. Image Processing

    1. Jan J. Koenderink
      Pages 171-201
    2. Alon Spira1, Nir Sochen, Ron Kimmel
      Pages 203-230
    3. Yaobin Mao, Guanrong Chen
      Pages 231-265
  5. Computer Vision

    1. Kalle Åström
      Pages 269-304
    2. Anders Heyden
      Pages 305-347
    3. Amnon Shashua, Lior Wolf
      Pages 349-381
    4. Abhijit S. Ogale, Cornelia Fermüller, Yiannis Aloimonos
      Pages 383-401
  6. Perception and Action

    1. Eduardo Bayro-Corrochano
      Pages 405-458
  7. Uncertainty in Geometric Computations

    1. Kenichi Kanatani
      Pages 461-491
    2. Wolfgang Förstner
      Pages 493-534
    3. Gérard Medioni, Philippos Mordohai, Mircea Nicolescu
      Pages 535-568
  8. Computer Graphics and Visualization

    1. Lawrence H. Staib, Yongmei Michelle Wang
      Pages 571-602
  9. Geometry and Robotics

About this book

Introduction

Many computer scientists, engineers, applied mathematicians, and physicists use geometry theory and geometric computing methods in the design of perception-action systems, intelligent autonomous systems, and man-machine interfaces. This handbook brings together the most recent advances in the application of geometric computing for building such systems, with contributions from leading experts in the important fields of neuroscience, neural networks, image processing, pattern recognition, computer vision, uncertainty in geometric computations, conformal computational geometry, computer graphics and visualization, medical imagery, geometry and robotics, and reaching and motion planning. For the first time, the various methods are presented in a comprehensive, unified manner.

This handbook is highly recommended for postgraduate students and researchers working on applications such as automated learning; geometric and fuzzy reasoning; human-like artificial vision; tele-operation; space maneuvering; haptics; rescue robots; man-machine interfaces; tele-immersion; computer- and robotics-aided neurosurgery or orthopedics; the assembly and design of humanoids; and systems for metalevel reasoning.

Keywords

Intelligent Autonomous Systems artificial intelligence autonom computational geometry computer graphics computer vision fuzzy image processing motion planning pattern recognition robot robotics uncertainty visualization

Authors and affiliations

  • Eduardo Bayro Corrochano
    • 1
  1. 1.Cinvestav Unidad GuadalajaraCiencias de la ComputaciónJaliscoMéxico

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-28247-5
  • Copyright Information Springer-Verlag Berlin Heidelberg 2005
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-20595-1
  • Online ISBN 978-3-540-28247-1
  • About this book